CN101268429B - 监控衰退系统 - Google Patents

监控衰退系统 Download PDF

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Publication number
CN101268429B
CN101268429B CN2006800347538A CN200680034753A CN101268429B CN 101268429 B CN101268429 B CN 101268429B CN 2006800347538 A CN2006800347538 A CN 2006800347538A CN 200680034753 A CN200680034753 A CN 200680034753A CN 101268429 B CN101268429 B CN 101268429B
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CN
China
Prior art keywords
symptom
fault
probability
malfunction
gas turbine
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Expired - Fee Related
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CN2006800347538A
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English (en)
Chinese (zh)
Other versions
CN101268429A (zh
Inventor
A·庞塞特
K·斯塔德勒
T·冯霍夫
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ABB Research Ltd Sweden
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ABB Research Ltd Sweden
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Publication of CN101268429A publication Critical patent/CN101268429A/zh
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    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
    • G05B23/0227—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions
    • G05B23/0229—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions knowledge based, e.g. expert systems; genetic algorithms
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
    • G05B23/0275—Fault isolation and identification, e.g. classify fault; estimate cause or root of failure
    • G05B23/0278—Qualitative, e.g. if-then rules; Fuzzy logic; Lookup tables; Symptomatic search; FMEA
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
    • G05B23/0283—Predictive maintenance, e.g. involving the monitoring of a system and, based on the monitoring results, taking decisions on the maintenance schedule of the monitored system; Estimating remaining useful life [RUL]

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Mathematical Physics (AREA)
  • Quality & Reliability (AREA)
  • Fuzzy Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Control Of Turbines (AREA)
  • Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
  • Testing And Monitoring For Control Systems (AREA)
CN2006800347538A 2005-09-22 2006-09-20 监控衰退系统 Expired - Fee Related CN101268429B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
EP05405551A EP1768007A1 (de) 2005-09-22 2005-09-22 Überwachung eines Systems mit Komponenten deren Zustand im Lauf der Zeit verschlechtert wird.
EP05405551.2 2005-09-22
PCT/CH2006/000509 WO2007033512A1 (en) 2005-09-22 2006-09-20 Monitoring a system having degrading components

Publications (2)

Publication Number Publication Date
CN101268429A CN101268429A (zh) 2008-09-17
CN101268429B true CN101268429B (zh) 2012-07-18

Family

ID=35708932

Family Applications (1)

Application Number Title Priority Date Filing Date
CN2006800347538A Expired - Fee Related CN101268429B (zh) 2005-09-22 2006-09-20 监控衰退系统

Country Status (4)

Country Link
US (1) US8000930B2 (de)
EP (2) EP1768007A1 (de)
CN (1) CN101268429B (de)
WO (1) WO2007033512A1 (de)

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DE102011079015B4 (de) * 2011-07-12 2020-03-19 Man Energy Solutions Se Verfahren zur Maschinenzustandsüberwachung
ITCO20110039A1 (it) * 2011-09-29 2013-03-30 Nuovo Pignone Spa Sistemi e metodi per determinare un livello di sporcamento di compressori
US20140297578A1 (en) * 2011-10-28 2014-10-02 Siemens Aktiengesellschaft Processing a technical system
ITCO20120008A1 (it) * 2012-03-01 2013-09-02 Nuovo Pignone Srl Metodo e sistema per monitorare la condizione di un gruppo di impianti
US9563198B2 (en) * 2012-03-08 2017-02-07 General Electric Company Method and system to model risk of unplanned outages of power generation machine
US9360864B2 (en) * 2012-04-11 2016-06-07 General Electric Company Turbine fault prediction
FR2993375B1 (fr) * 2012-07-10 2014-07-18 Snecma Methode de detection d'une degradation d'une turbomachine par surveillance des performances de ladite turbomachine
US9207671B2 (en) 2012-10-12 2015-12-08 Rockwell Automation Technologies, Inc. Error diagnostics and prognostics in motor drives
US9816391B2 (en) 2012-11-07 2017-11-14 General Electric Company Compressor wash system with spheroids
US9255525B2 (en) * 2012-11-30 2016-02-09 General Electric Company System and method for gas turbine operation
US9384117B2 (en) * 2013-03-01 2016-07-05 Infineon Technologies Ag Machine and methods for evaluating failing software programs
AR091412A1 (es) * 2013-06-11 2015-02-04 Ypf Sa Dispositivo y metodo para diagnosticar situaciones anomalas en procesos
US20150159509A1 (en) * 2013-12-06 2015-06-11 General Electric Company Method and System for Dispensing Gas Turbine Anticorrosive Protection
EP2889711B1 (de) 2013-12-30 2020-07-01 Rolls-Royce Corporation System und Verfahren zur Optimierung der Komponentenlebensdauer in einem Stromversorgungssystem
US10533920B2 (en) * 2014-08-05 2020-01-14 Acoem France Automatic rotating-machine fault diagnosis with confidence level indication
US10037026B2 (en) * 2014-09-25 2018-07-31 General Electric Company Systems and methods for fault analysis
WO2016094530A1 (en) 2014-12-09 2016-06-16 Schlumberger Canada Limited Electric submersible pump event detection
US9605559B2 (en) 2015-02-02 2017-03-28 General Electric Company Wash timing based on turbine operating parameters
US10958531B2 (en) 2015-12-16 2021-03-23 International Business Machines Corporation On-demand remote predictive monitoring for industrial equipment analysis and cost forecast
US10047679B2 (en) 2016-06-14 2018-08-14 General Electric Company System and method to enhance lean blowout monitoring
US20170357223A1 (en) * 2016-06-14 2017-12-14 General Electric Company System and method to enhance turbine monitoring with environmental information
US10294869B2 (en) 2016-06-14 2019-05-21 General Electric Company System and method to enhance corrosion turbine monitoring
US10099804B2 (en) 2016-06-16 2018-10-16 General Electric Company Environmental impact assessment system
US10775269B2 (en) * 2017-02-08 2020-09-15 Raytheon Technologies Corporation Blade health inspection using an excitation actuator and vibration sensor
US10378376B2 (en) * 2017-04-04 2019-08-13 General Electric Company Method and system for adjusting an operating parameter as a function of component health
CN109707653B (zh) * 2018-12-03 2021-03-19 中石化重庆天然气管道有限责任公司 一种天然气长输管道离心压缩机组智能监控系统
US11428750B1 (en) 2019-12-12 2022-08-30 Smart Wires Inc. Monitoring non-uniform capacitor and IGBT degradation with current sensors
EP3945383A1 (de) * 2020-07-30 2022-02-02 Siemens Energy Global GmbH & Co. KG Verwaltung des filters eines motors mit kontinuierlichem durchfluss
US11941521B2 (en) 2020-09-11 2024-03-26 Acoem France Vibrating machine automated diagnosis with supervised learning
US11788426B2 (en) 2022-03-04 2023-10-17 General Electric Company Clearance control for engine performance retention

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US4402054A (en) * 1980-10-15 1983-08-30 Westinghouse Electric Corp. Method and apparatus for the automatic diagnosis of system malfunctions
US6085154A (en) * 1997-03-26 2000-07-04 Esg Elektroniksystem- Und Logistik- Gesellschaft Mit Beschrankter Haftung Method for estimating the failure rate of components of technical devices
US6411908B1 (en) * 2000-04-27 2002-06-25 Machinery Prognosis, Inc. Condition-based prognosis for machinery
CN1629867A (zh) * 2003-12-19 2005-06-22 株式会社东芝 维护支持方法与维护支持设备

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US6735549B2 (en) * 2001-03-28 2004-05-11 Westinghouse Electric Co. Llc Predictive maintenance display system
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US7062370B2 (en) * 2004-03-30 2006-06-13 Honeywell International Inc. Model-based detection, diagnosis of turbine engine faults
DE602005008706D1 (de) 2005-03-24 2008-09-18 Abb Research Ltd Abschätzen der Zustandparameter oder Erscheinung eines alternden Systems

Patent Citations (4)

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US4402054A (en) * 1980-10-15 1983-08-30 Westinghouse Electric Corp. Method and apparatus for the automatic diagnosis of system malfunctions
US6085154A (en) * 1997-03-26 2000-07-04 Esg Elektroniksystem- Und Logistik- Gesellschaft Mit Beschrankter Haftung Method for estimating the failure rate of components of technical devices
US6411908B1 (en) * 2000-04-27 2002-06-25 Machinery Prognosis, Inc. Condition-based prognosis for machinery
CN1629867A (zh) * 2003-12-19 2005-06-22 株式会社东芝 维护支持方法与维护支持设备

Also Published As

Publication number Publication date
EP1927039A1 (de) 2008-06-04
US20080201104A1 (en) 2008-08-21
EP1768007A1 (de) 2007-03-28
US8000930B2 (en) 2011-08-16
WO2007033512A1 (en) 2007-03-29
CN101268429A (zh) 2008-09-17

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